The results of literature mining can be potentially useful in revealing implicit relations underlying the knowledge in herbal medicine. In particular, the re- sults can be used in screening the research in Thai herbal medicine to form a novel hypothesis. Our next step is to perform comparative analysis on the knowledge from Thai traditional medicine and the knowledge extracted from the modern research pub- lications.